VERTICES: Efficient Two-Party Vertical Federated Linear Model with TTP-aided Secret Sharing

Mingxuan Fan, Yilun Jin, Liu Yang +2

Vertical Federated Learning (VFL) has emerged as one of the most predominant approaches for secure collaborative machine learning where the training data is partitioned by features…